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  • Search: subject:"Functional linear regression"
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Year of publication
Subject
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Functional linear regression 7 Estimation theory 6 Regression analysis 6 Regressionsanalyse 6 Schätztheorie 6 functional linear regression 5 Forecasting 3 Nichtparametrisches Verfahren 3 Nonparametric statistics 3 B-spline 2 Bias-correction 2 Forecasting model 2 Kleinste-Quadrate-Methode 2 Least squares method 2 Mixed Frequencies 2 Prognoseverfahren 2 Time series analysis 2 Zeitreihenanalyse 2 instrumental regression 2 inverse problem 2 regularisation 2 spectral cut-off 2 ARCH model 1 ARCH-Modell 1 ARH(1) 1 Asymptotic normality 1 Autocovariance 1 Bias-Correction 1 Eigenanalysis 1 Errors-in-predictors 1 Functional Linear Regression 1 Functional principal component regression 1 Generalized method-of-moments 1 High-frequency financial data 1 IV-Schätzung 1 Induktive Statistik 1 Instrumental variables 1 Inverse Problem 1 Local linear smoothing 1 Mixed Data Sampling 1
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Online availability
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Free 6 Undetermined 6
Type of publication
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Article 7 Book / Working Paper 6
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3 Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Aufsatz im Buch 1 Book section 1
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Language
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English 7 Undetermined 6
Author
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Florens, Jean-Pierre 3 Horowitz, Joel 3 Shang, Han Lin 2 Tay, Anthony S. 2 Van Keilegom, Ingrid 2 Antoch, Jaromir 1 Babii, Andrii 1 Chen, Cheng 1 Du, Jiang 1 Kearney, Fearghal 1 Lin, Nan 1 Lu, Ying 1 Prchal, Lubos 1 Qiao, Xinghao 1 Rosa, Maria Rosaria De 1 Sarda, Pascal 1 Shaojun, Guo 1 Sun, Zhimeng 1 Tay, Anthony 1 Wang, Guochang 1 Yang, Yang 1 Zhang, Baoxue 1 van Keilegom, Ingrid 1
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Institution
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East Asian Bureau of Economic Research (EABER) 2 School of Economics, Singapore Management University 1
Published in...
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Annals of economics and statistics 1 Application of operations research to financial markets 1 CEMMAP working papers / Centre for Microdata Methods and Practice 1 Computational Statistics & Data Analysis 1 Development Economics Working Papers 1 Journal of Applied Statistics 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Journal of forecasting 1 Macroeconomics Working Papers 1 Metrika 1 Working Papers / School of Economics, Singapore Management University 1 Working papers / TSE : WP 1 cemmap working paper 1
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Source
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ECONIS (ZBW) 6 RePEc 6 EconStor 1
Showing 1 - 10 of 13
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Functional linear regression : dependence and error contamination
Chen, Cheng; Shaojun, Guo; Qiao, Xinghao - In: Journal of business & economic statistics : JBES ; a … 40 (2022) 1, pp. 444-457
Persistent link: https://www.econbiz.de/10012804133
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Honest confidence sets in nonparametric IV regression and other ill-posed models
Babii, Andrii - 2017
Persistent link: https://www.econbiz.de/10012265781
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Bias-corrected confidence intervals in a class of linear inverse problems
Florens, Jean-Pierre; Horowitz, Joel; van Keilegom, Ingrid - 2016
converge to zero. The proposed method is illustrated via two simulation studies, one in the context of functional linear … regression, and the second one in the context of instrumental regression. …
Persistent link: https://www.econbiz.de/10011594329
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Bias-corrected confidence intervals in a class of linear inverse problems
Florens, Jean-Pierre; Horowitz, Joel; Van Keilegom, Ingrid - 2016
converge to zero. The proposed method is illustrated via two simulation studies, one in the context of functional linear … regression, and the second one in the context of instrumental regression. …
Persistent link: https://www.econbiz.de/10011458990
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Intraday forecasts of a volatility index : functional time series methods with dynamic updating
Shang, Han Lin; Yang, Yang; Kearney, Fearghal - In: Application of operations research to financial markets, (pp. 331-354). 2019
Persistent link: https://www.econbiz.de/10012160005
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Bias-corrected confidence intervals in a class of linear inverse problems
Florens, Jean-Pierre; Horowitz, Joel; Van Keilegom, Ingrid - In: Annals of economics and statistics 128 (2017), pp. 203-228
Persistent link: https://www.econbiz.de/10011776892
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Forecasting intraday S&P 500 index returns : a functional time series approach
Shang, Han Lin - In: Journal of forecasting 36 (2017) 7, pp. 741-755
Persistent link: https://www.econbiz.de/10011860709
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Functional partially linear quantile regression model
Lu, Ying; Du, Jiang; Sun, Zhimeng - In: Metrika 77 (2014) 2, pp. 317-332
This paper considers estimation of a functional partially quantile regression model whose parameters include the infinite dimensional function as well as the slope parameters. We show asymptotical normality of the estimator of the finite dimensional parameter, and derive the rate of convergence...
Persistent link: https://www.econbiz.de/10010758711
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Financial Variables as Predictors of Real Output Growth
Tay, Anthony - School of Economics, Singapore Management University - 2007
We investigate two methods for using daily stock returns to forecast, and update forecasts of, quarterly real output growth. Both methods aggregate daily returns in some manner to form a single stock market variable. We consider (i) augmenting the quarterly AR(1) model for real output growth...
Persistent link: https://www.econbiz.de/10005006762
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Financial Variables as Predictors of Real Output Growth
Tay, Anthony S. - East Asian Bureau of Economic Research (EABER) - 2007
We investigate two methods for using daily stock returns to forecast, and update forecasts of, quarterly real output growth. Both methods aggregate daily returns in some manner to form a single stock market variable. We consider (i) augmenting the quarterly AR(1) model for real output growth...
Persistent link: https://www.econbiz.de/10009363654
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